Theory - acortix/fdk GitHub Wiki

Theory

  • Pooling

Layer 1

Layer 2/3

High order sequence memory

Inputs

  • Output from Layer 4
  • Output from Layer 1 (column space)

Output

  • Layer 4 of another region
  • Layer 5 (column activations)

Layer 4

Sensorimotor transitions

Inputs

  • Union of sensory and motor data

Outputs

  • If prediction is correct pass prediction to Layer 3
  • If prediction is incorrect pass through signal from the input

Layer 5

Recall motor sequences. Generates behavior

Inputs

  • Layer 3. Copy of motor commands.
  • Output from Layer 1 (column space)

Outputs

  • Motors, Switches, Controllers. The axons of the Layer 5 try to connect with dendrites of cell's in the old brain, who's axons generated behavior and send information to Layer 4.
  • Layer 4 of higher region

Layer 6

Attention

Input

  • Union of sensory and motor data

Output

  • to Layer 5

Problems

  1. Dimensions of Layer 4 input and output are different. How do we pass the information through?